representation learning

PLATO: Predicting Latent Affordances Through Object-Centric Play CoRL 2022 PMAL: Open Set Recognition via Robust Prototype Mining AAAI 2022 PNP: Robust Learning From Noisy Labels by Probabilistic Noise Prediction CVPR 2022 Point Cloud Pre-Training With Natural 3D Structures CVPR 2022 Position Prediction as an Effective Pretraining Strategy ICML 2022 Post-hoc analysis of Arabic transformer models EMNLP 2022 Predicting Cellular Responses to Novel Drug Perturbations at a Single-Cell Resolution NeurIPS 2022 Predicting Prerequisite Relations for Unseen Concepts EMNLP 2022 Pre-training Molecular Graph Representation with 3D Geometry ICLR 2022 PRINCE: Prefix-Masked Decoding for Knowledge Enhanced Sequence-to-Sequence Pre-Training EMNLP 2022 Principled Paraphrase Generation with Parallel Corpora ACL 2022 Probing as Quantifying Inductive Bias ACL 2022 Probing Classifiers are Unreliable for Concept Removal and Detection NeurIPS 2022 Probing for Constituency Structure in Neural Language Models EMNLP 2022 Probing for the Usage of Grammatical Number ACL 2022 Probing Representation Forgetting in Supervised and Unsupervised Continual Learning CVPR 2022 Probing via Prompting NAACL 2022 Procedural Image Programs for Representation Learning NeurIPS 2022 Programmatic Concept Learning for Human Motion Description and Synthesis CVPR 2022 Prototypical Contrastive Predictive Coding ICLR 2022 Provable Adaptation across Multiway Domains via Representation Learning ICLR 2022 Provable Benefit of Multitask Representation Learning in Reinforcement Learning NeurIPS 2022 Provable General Function Class Representation Learning in Multitask Bandits and MDP NeurIPS 2022 Provable Lifelong Learning of Representations AISTATS 2022 Provable Stochastic Optimization for Global Contrastive Learning: Small Batch Does Not Harm Performance ICML 2022